Recent advancements in large language models (LLMs) hold significant promise for improving physics education research that uses machine learning. In this study, we compare the application of various models for conducting a large-scale analysis of written text grounded in a physics education research classification problem: identifying skills in…

The Detection of surgical adverse events has become increasingly important with the growing demand for quality improvement and public health surveillance with surgery. Event reporting is one of the key steps in determining the impact of postoperative complications from a variety of perspectives and is an integral component of improving…

This study explores the role of glosses and working memory capacity (WM) in second language (L2) learners' recall and comprehension in electronic reading. Glosses were investigated in terms of the type of information they provided (lexical versus topic-level) and their location on the screen (pop-up window versus separate window). One…

The purpose of this study was to provide quantitative data about the effectiveness of the traditional lecture method of teaching in a college science course in contrast with an interactive case study method of teaching and learning. The study investigated one professor's teaching an Advanced Human Anatomy and Physiology course at Nebraska Wesleyan…

New products continue to launch quickly but many of them are converged products. The "new product" is not a completely new thing to consumers and the basic features stay the same. As a result, the added functions or fancy design can't explain why consumers adopt the new media. Past studies have examined perceptions of innovations or user…

This study seeks to design and facilitate active reading among secondary school students with an online annotation tool--Diigo. Two classes of different academic performance levels were recruited to examine their annotation behavior and perceptions of Diigo. We wanted to determine whether the two classes differed in how they used Diigo; how they…

This mixed-methods study used interviews and a questionnaire to investigate the perceptions of 304 teacher education students regarding the learning-related value of handouts accompanying teacher educators' computer-generated slide presentations. The extent to which graduate and undergraduate students differed in their perceptions was also…

The purpose of this study was to explore the effectiveness of using learner-generated and instructor-provided multimedia annotations on foreign language reading comprehension and attitudes. The four research questions are: (1) what are the effects of using different multimedia annotations on reading comprehension for learners of different…

This study is aimed at investigating students' annotation behaviors and their effects on learning achievement with pre-reading (reading before class) exercises and Web-based sharing mechanisms. An 8-week quasi-experiment was conducted with 125 sixth-grade elementary school students. The study shows the following results. First, a significant…

In one investigation with 48 deaf and hard-of-hearing (hh) high school students and a second investigation with 48 deaf/hh college students, all viewed one lecture with an interpreter and one with the C-Print[R] speech-to-text support service. High school students retained more lecture information when they viewed speech-to-text support, compared…

The purpose of this study was to examine students' attitudes and perceptions toward the use of technology-based instruction (i.e., Inspiration 6.0 software) and a guided notes format as an instructional strategy in inclusive world history classrooms. Students' completed a six item 3 choice student satisfaction survey (agree, undecided, disagree)…